Files by book chapter

###chapter 1
iris_deeplearning.py
iris_deeplearning.R
iris_deeplearning.reproducible.py
iris_deeplearning.reproducible.R


###chapter 2
drop_and_assign.py
drop_and_assign.R
load_from_dictionary.py
modify_columns.R


###chapter 3
analyze_football_bet_correlations.R
building_energy_correlations.py
load.building_energy.py
load.building_energy.R
load.building_energy.reproducible.py
load.building_energy.reproducible.R
load.football_2013_2014.py
load.football_2013_2014.R
load.football2.py
load.football2.R
load.football.py
load.football.R
load.mnist.py
load.mnist.R
load.mnist.reproducible.py
load.mnist.reproducible.R
mnist_manipulation.py


###chapter 4
early_stopping_example.py
early_stopping_example.reproducible.py
misbalanced_classes.example.R
misbalanced_classes.reproducible.R
using_checkpoints.py
using_checkpoints.R


###chapter 5
compare_models.R
random_forest.building_energy.default.py
random_forest.building_energy.default.R
random_forest.building_energy.default.reproducible.py
random_forest.building_energy.grid1.py
random_forest.building_energy.grid1.R
random_forest.building_energy.grid2.R
random_forest.building_energy.lapply_seed.R
random_forest.football.default.py
random_forest.football.default.reproducible.py
random_forest.mnist.default.py
random_forest.mnist.default.R
random_forest.mnist.default.reproducible.py


###chapter 6
gbm.building_energy.default.R
gbm.building_energy.default.reproducible.py
gbm.building_energy.default.reproducible.R


###chapter 9
autoencoder.tfidf.py
autoencoder.tfidf.R
glrm.tfidf.R
kmeans.tfidf.py
kmeans.tfidf.R
prcomp.tfidf.R


###chapter 11
epilogue_comparison.building_energy.R
epilogue_comparison.football.R
epilogue_comparison.mnist.R